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检索条件"主题词=autoencoder"
4241 条 记 录,以下是4061-4070 订阅
排序:
Inverse design of multiparameter antenna using hybrid machine learning-driven training dataset
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MICROWAVE AND OPTICAL TECHNOLOGY LETTERS 2024年 第1期66卷 e33691-e33691页
作者: Ahmed, Haroon Xiaoping, Zeng Bello, Hilal Iqbal, Nayyar Chongqing Univ Sch Microelect & Commun Engn Chongqing Peoples R China Chongqing Univ Inst Smart City Liyang Jiangsu Peoples R China Univ Agr Faisalabad Dept Comp Sci Faisalabad Pakistan
Conventional approaches for designing antennas are often time-consuming and computationally expensive processes. In this letter, a time and resource-efficient inverse design method for the multiparameter antenna is pr... 详细信息
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A Learned-SVD Approach to the Electromagnetic Inverse Source Problem
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SENSORS 2024年 第14期24卷 4496页
作者: Capozzoli, Amedeo Catapano, Ilaria Cinotti, Eliana Curcio, Claudio Esposito, Giuseppe Gennarelli, Gianluca Liseno, Angelo Ludeno, Giovanni Soldovieri, Francesco Univ Napoli Federico II Dipartimento Ingn Elettr & Tecnol Informaz DIETI Via Claudio 21 I-80125 Naples Italy CNR Ist Rilevamento Elettromagnet Ambiente IREA Via Diocleziano 328 I-80124 Naples Italy
We propose an artificial intelligence approach based on deep neural networks to tackle a canonical 2D scalar inverse source problem. The learned singular value decomposition (L-SVD) based on hybrid autoencoding is con... 详细信息
来源: 评论
Risk factor aggregation and stress testing
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QUANTITATIVE FINANCE 2024年 第9期24卷 1327-1340页
作者: Packham, Natalie Berlin Sch Econ & Law D-10825 Berlin Germany
Stress testing refers to the application of adverse financial or macroeconomic scenarios to a portfolio. For this purpose, financial or macroeconomic risk factors are linked with asset returns, typically via a factor ... 详细信息
来源: 评论
Radar Emitter Structure Inversion Method Based on Metric and Deep Learning
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REMOTE SENSING 2023年 第19期15卷 4844-4844页
作者: Liu, Lutao Zhang, Wei Jiang, Yilin Yang, Yaozu Song, Yu Harbin Engn Univ Key Lab Adv Marine Commun & Informat Technol Minist Ind & Informat Technol Harbin 150001 Peoples R China Harbin Inst Technol Harbin 150001 Peoples R China
With the rapid development of modern military countermeasure technology, deep distinguish hostile radar is essential in electronic warfare. However, traditional radio frequency (RF) feature extraction methods can easi... 详细信息
来源: 评论
Improving Non-Line-of-Sight Identification in Cellular Positioning Systems Using a Deep Autoencoding and Generative Adversarial Network Model
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SENSORS 2024年 第19期24卷 6494页
作者: Gao, Yanbiao Deng, Zhongliang Huo, Yuqi Chen, Wenyan Beijing Univ Posts & Telecommun Sch Elect Engn Beijing 100876 Peoples R China Northeastern Univ Sch Mech Engn & Automat Shenyang 110819 Peoples R China
Positioning service is a critical technology that bridges the physical world with digital information, significantly enhancing efficiency and convenience in life and work. The evolution of 5G technology has proven tha... 详细信息
来源: 评论
Anomaly Detection Based on Time Series Data of Hydraulic Accumulator
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SENSORS 2022年 第23期22卷 9428-9428页
作者: Park, Min-Ho Chakraborty, Sabyasachi Vuong, Quang Dao Noh, Dong-Hyeon Lee, Ji-Woong Lee, Jae-Ung Choi, Jae-Hyuk Lee, Won-Ju Korea Maritime & Ocean Univ Div Marine Engn Busan 49112 South Korea Korea Maritime & Ocean Univ Interdisciplinary Major Maritime & AI Convergence Busan 49112 South Korea Terenz Co Ltd Busan 48060 South Korea Korea Maritime & Ocean Univ Div Marine Syst Engn Busan 49112 South Korea Hwajin Enterprise Co Ltd 25Mieumsandan 2 Ro Busan 46748 South Korea
Although hydraulic accumulators play a vital role in the hydraulic system, they face the challenges of being broken by continuous abnormal pulsating pressure which occurs due to the malfunction of hydraulic systems. H... 详细信息
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A novel teacher-student hierarchical approach for learning primitive information
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EXPERT SYSTEMS WITH APPLICATIONS 2024年 246卷
作者: Zhang, Haoke Huang, Yiyong Han, Wei Chen, Hongbo Xiong, Dan Zhang, Chuanfu Medeiros, Elias Paulino de Albuquerque, Victor Hugo C. Sun Yat Sen Univ Sch Syst Sci & Engn Guangzhou 510006 Peoples R China Acad Mil Sci Natl Innovat Inst Def Technol Beijing 100071 Peoples R China Univ Fed Ceara Dept Teleinformat Engn Fortaleza CE Brazil
In this study, we focus on the challenge of robot motion generation, which is critical for improving the ability of robots to perform downstream tasks. To this end, inspired by the idea of variational inference, we pr... 详细信息
来源: 评论
End-to-End Auto-Encoder System for Deep Residual Shrinkage Network for AWGN Channels
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Journal of Computer and Communications 2023年 第5期11卷 161-176页
作者: Wenhao Zhao Shengbo Hu School of Mathematical Sciences Guizhou Normal University Guiyang China School of Big Data and Computer Science Guizhou Normal University Guiyang China
With the rapid development of deep learning methods, the data-driven approach has shown powerful advantages over the model-driven one. In this paper, we propose an end-to-end autoencoder communication system based on ... 详细信息
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A New Intrusion Detection Algorithm AE-3WD for Industrial Control Network
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Journal of New Media 2022年 第4期4卷 205-217页
作者: Yongzhong Li Cong Li Yuheng Li Shipeng Zhang School of Computer Science and Engineering Taizhou Institute of Sci.and Tec.NJUSTTaizhou225300China School of Computer Science Jiangsu University of Science and TechnologyZhenjiang212003China Suzhou Institute of Technology Jiangsu University of Science and TechnologySuzhou215600China
In this paper,we propose a intrusion detection algorithm based on auto-encoder and three-way decisions(AE-3WD)for industrial control networks,aiming at the security problem of industrial control *** ideology of deep l... 详细信息
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Scalable Data-based Diagnostic Concept -Introduction and application in automotive field
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IFAC-PapersOnLine 2024年 第4期58卷 240-245页
作者: Andreas Schmitz Marco Decker Clemens Gühmann Roland Serway Chair of Electronic Measurement and Diagnostic Technology Technische Universität Berlin Einsteinufer 17 10587 Berlin Germany Software and Systems IAV GmbH Carnotstr. 1 10587 Berlin Germany
This paper introduces and applies the Scalable Data-based Diagnostic Concept. At its core, the concept consists of (Kernel) Principal Component Analysis (PCA) and autoencoder (AE), which are used to perform accurate f... 详细信息
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